AI WORKFORCE / PLATFORM

An AI workforce you can hold accountable.

Deploy and manage autonomous agent teams across desktop, web, cloud, and terminal — with persistent memory, governed permissions, and execution you can audit.

*Every agent runs under bounded authority — actions are content-addressed, logged, and auditable after the fact.

A warm, orderly archive hall with glowing threads of data weaving between the aisles, evoking accountable and auditable AI.
THE PROBLEM

Ungoverned agents aren’t built for production.

Most platforms hand an AI a standing key and hope it behaves. That’s fine for a demo — but the moment real money, data, or customers are on the line, “trust me” is not a control.

Standing credentials leak far beyond the task they were meant for.

There’s no durable proof of what an agent actually did.

Permissions sprawl with every new tool and integration.

You can’t audit, replay, or dispute an outcome after the fact.

One rogue step can quietly touch everything the key can reach.

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Surfaces one agent can operate across — desktop, web, cloud, terminal.
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Of governed actions leave a content-addressed, replayable trail.
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Standing credentials handed to an agent — authority is scoped per job.
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Guarantees in every contract: intent, authority, evidence, settlement.
THE MODEL

Agents as employees, not tools.

Most platforms hand an AI a key and hope for the best. The Foxbra Runtime governs autonomous agents the way you'd manage people — every job carries four obligations before it can run, and must prove all four when it's done. Nothing executes on trust alone.

01

Intent

The outcome a job is meant to produce, declared up front in a signed contract and carried through every step of execution.

02

Authority

Explicit, bounded permission scoped to a single job — what an agent may read, write, and touch, and nothing one inch beyond it.

03

Evidence

Content-addressed proof of what actually happened, captured as it happens, so any claim can be independently checked after the fact.

04

Settlement

Signed receipts on completion — obligations met, limits respected, results on the record and ready to audit or dispute.

HOW IT WORKS

From request to receipt.

Every task moves through the same governed lifecycle — legible to you, enforceable by the runtime, and permanent on the ledger.

Commission

State the outcome you want. The runtime drafts a contract with scoped authority and the acceptance criteria the work will be judged against.

Execute

A crew of agents plans, acts, and checks across your surfaces — each step recorded as content-addressed evidence the moment it occurs.

Settle

On completion the runtime issues a signed receipt: what was done, under what authority, with proof — ready to accept, replay, or dispute.

THE STACK

Four layers, one accountable system.

Foxbra is built as an open, composable stack — from the model trained on governance, to the runtime that enforces it, to the studio your team works in every day.

Foxbra Studio · v5.0.5 shipping

Studio

Describe the outcome, not the procedure. A crew of AI specialists plans, builds, checks, and delivers — on desktop and web, under one accountable contract.

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Foxbra Runtime · open source, pre-1.0

Runtime

A self-hosted agent runtime on a single Postgres engine, Apache-2.0 licensed. Governs agents through intent, authority, evidence, and settlement — no lock-in.

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GRIP · draft 1.0 spec

GRIP

The Governed Runtime Intent Protocol — an open spec for contracting what agents may do, what they owe, and what they can prove. Picks up where MCP and A2A stop.

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Foxbra Fennec · ready, awaiting release

Fennec

The world's first Agentic Language Model — trained natively against governance contracts rather than conversational patterns, so accountability is a reflex, not a wrapper.

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WHY IT HOLDS

Accountability you can watch work.

Governance isn’t a policy document you file away — it’s enforced at runtime and visible in real time. Here’s what that looks like in practice.

Governed by default

Every job runs inside a bounded authority envelope — scoped per task, never standing, never global.

Auditable end to end

Each step is captured as content-addressed evidence the moment it happens — replayable long after the run.

Portable, never locked in

One Postgres engine, Apache-2.0 licensed. Run it on your own infrastructure and take the whole ledger with you.

Autonomy without accountability is just risk you haven't measured yet.
— The Foxbra thesis

Put your agents to work — accountably.

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